Tag: neural
Research on rolling bearing compound fault diagnosis based on AMOMCKD and convolutional neural network
Dataset descriptionThe experiment utilized the public bearing data set of Paderborn University (PU) dataset in Germany, as depicted in Fig. 5.Fig.…
Coding schemes in neural networks learning classification tasks
Non-lazy networksWe consider fully-connected feedforward networks with L hidden layers and m outputs (Fig. 1a)$${f}_{r}({\boldsymbol{x}};\Theta )=\frac{1}{N}\mathop{\sum }\limits_{i=1}^{N}{a}_{i}^{r}\phi \left , \quad r=1…
Spherical multigrid neural operator for improving autoregressive global weather forecasting
Spherical shallow water equationsThe SWEs on rotating sphere are a nonlinear hyperbolic PDEs system16. They are derived by integrating the…
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